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MMWHS dataset and benchmarks · SOTA2 Research

Research Datasets

MMWHS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Medical Image Segmentation

MMWHS

90.06Dice Score

53

3D Medical Image Segmentation

MMWHS MRI

70.8Dice

24

3D Medical Image Segmentation

MMWHS CT

0.765Dice Score

24

Cardiac substructure segmentation

MMWHS CT to MRI (test)

81.6Dice (AA)

14

Unsupervised Domain Adaptation

MMWHS CT to MR (test)

82.8Dice (AA)

11

Cardiac Image Segmentation

MMWHS CT → MRI

80.3Average Dice

10

Unsupervised Domain Adaptation

MMWHS MR to CT (test)

93.2Dice (AA)

10

Medical Image Segmentation

MMWHS MR→CT

91.87Average Score

9

Ring Artifact Reduction

MMWHS

4.3MAE

9

3D organ reconstruction

MMWHS Heart v1 (test)

23.094MCD (Mean Contour Distance)

5

Cardiac MRI Segmentation

MMWHS (train)

79.83DSC

5

LPP Artifact Correction

MMWHS (test)

200MAE

1

Popular tasks

Unsupervised Domain Adaptation Medical Image Segmentation 3D Medical Image Segmentation Cardiac MRI Segmentation Cardiac Image Segmentation

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